Tickler: The Lease Agent That Never Forgets A Deadline And Proves Every Answer

说明与用途

Tickler 自动提取租赁合同中的截止日期，验证每个事实与原句对应，安排持久提醒，并生成带引用的通知信，降低错过截止日期的风险。

问题

Small landlords and tenants lack automated tools to reliably extract and act on lease deadlines, risking missed renewal windows or penalties.

结果

Tickler reliably extracts lease deadlines, proves each fact with source sentences, schedules durable reminders that survive crashes, and drafts notice letters with citations, reducing missed deadlines and penalties for small landlords and tenants.

工作流

• Upload a lease PDF
• Model extracts clauses, fields, and deadlines
• TypeScript verifies each quote against the source page
• Human reviews and approves facts
• Temporal schedules 90, 30, and 7‑day reminders
• Watcher agent triggers alerts or escalates to Drafter
• Drafter writes notice letter citing source sentences
• Human approves and sends letter

证据

Tickler runs on a different rule: an answer exists only if it can point to the sentence it came from.

来源

Every extracted fact must carry a quote and a page. A few lines of TypeScript verify the quote appears word for word on that page.

来源

Temporal workflows sleep 90, 30, and 7 days before every deadline. Kill the process, restart the machine, the timer still fires.

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